Quasi-Monte Carlo EM Algorithm for MLEs in Generalized Linear Mixed Models.
Jianxin PanRobin ThompsonPublished in: COMPSTAT (1998)
Keyphrases
- em algorithm
- generalized linear
- parameter estimation
- expectation maximization
- maximum likelihood estimates
- mixture model
- maximum likelihood
- incomplete data
- hidden variables
- generative model
- autoregressive
- probabilistic model
- gaussian mixture model
- density estimation
- linear models
- log likelihood
- exponential family
- hyperparameters
- bayesian framework
- unsupervised learning
- maximum a posteriori
- closed form
- statistical model
- likelihood function
- video sequences